India Demographics Multivariate Analysis

Principal Component Ananlysis

Variance Explained

81.2 percent of the variability is explained by the first 10 principal components.

Variable Factor Map Dimension 1 & 2

  1. Dimension 1
    • High Correlation
      • Percentage of urban households.
      • Percentage of households with LPG/PNG.
      • Percentage of households with access to good quality drinking water.
      • High education levels.
    • Low Correlation
      • Percentage of rural households.
      • Households with access to medium quality drinking Water.
      • Low education levels.
  2. Dimension 2
    • High Correlation
      • Percentage of working population.
      • Percentage of small households.
      • Percentage of ST.
      • Female population.
    • Low Correlation
      • Percentage of non-working population.
      • Percentage of big household.
      • Male population.

District Factor Map Dimension 1 & 2

Cluster Interpretation

Geography of Clusters

District Factor Map Dimension 3 & 4

Variable Factor Map Dimension 3 & 4

Adit Whorra

16 July 2018